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Sakshata Zangaruche

Sakshata Zangaruche

Software Engineer, Data Analyst, and Test Engineer

sakshata-zangaruche
Bengaluru, India
54 connections
Joined May 2026
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Summary

Early-career software engineer with hands-on internship experience building web applications and APIs, demonstrated by a short-term SDE internship where they contributed to an IPO web application and REST API. bizoforce
Practical exposure to Salesforce development and process automation through a certified virtual internship, including completion of Apex and Process Automation super badges and training in LWC and CLI tools. smartinternz+1
Academic interest in applied machine learning, evidenced by a co-authored research paper on business sales forecasting that compares ML algorithms (Random Forest, XGBoost, SVR, neural networks) for improved forecasting accuracy. ijsci
Broad technical skillset across web development, APIs, testing, and machine learning basics as presented on the developer profile, reflecting continual learning and a mix of software engineering and data-focused abilities. bizoforce

Work

Education

Projects

Writing

Business Sales Forecasting Using Machine Learning

September 1, 2025

Paper exploring multiple machine learning algorithms (Linear Regression, SVR, Random Forest, XGBoost, Neural Networks) for sales forecasting and reporting that ensemble methods like Random Forest and XGBoost provided stronger accuracy and interpretability for predicting future sales.

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